Raman Microspectral Study and Classification of the Pathological Evolution of Breast Cancer Using Both Principal Component Analysis-Linear Discriminant Analysis and Principal Component Analysis-Support Vector Machine by Heping Li, Yu Ren, Fan Yu, Dongliang Song, Lizhe Zhu, Shibo Yu, Siyuan Jiang, Shuang Wang

“…To facilitate the enhanced reliability of Raman-based tumor detection and analytical methodologies, an ex vivo Raman spectral investigation was conducted to identify distinct compositional information of healthy (H), ductal carcinoma in situ (DCIS), and invasive ductal carcinoma (IDC). Then, principal component analysis-linear discriminant analysis (PCA-LDA) and principal component analysis-support vector machine (PCA-SVM) models were constructed for distinguishing spectral features among different tissue groups. …”
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Principal approaches and achievements in studying race composition of wheat stem rust by A. S. Rsaliyev, Sh. S. Rsaliyev

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Clasificación de cáncer de mama con técnicas de análisis de la componente principal-Kernel PCA, algoritmos de máquina de vectores de soporte y regresión logística by Rosana Pirchio

“…<br /><strong>Métodos:</strong> se utilizó el conjunto de datos de Breast Cancer Wisconsin (información de biopsias - células nucleares) y la plataforma Python Jupyter. …”
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A Principal Component Analysis of Metabolome and Cognitive Decline Among Japanese Older Adults: Cross-sectional Analysis Using Tohoku Medical Megabank Cohort Study Data by Sakura Kiuchi, Kumi Nakaya, Upul Cooray, Kenji Takeuchi, Ikuko N. Motoike, Naoki Nakaya, Yasuyuki Taki, Seizo Koshiba, Shunji Mugikura, Ken Osaka, Atsushi Hozawa

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Patterns of physical activity and sedentary behavior associated with overweight in brazilian adolescents by Alexandre Romero, Camila Borges, Betzabeth Villar

“…Six PPASB were identified:  1) composed by volleyball and dance; 2) composed by soccer, video-game and computer; 3) composed by television and computer; 4) composed by dodge-ball and cycling; 5) composed by walking activity and 6) composed by gymnastics. …”
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Multiple Group Testing Procedures for Analysis of High-Dimensional Genomic Data by Hyoseok Ko, Kipoong Kim, Hokeun Sun

“…Also, we applied all methods considered in simulation studies to identify genes associated with ovarian cancer from over 20,000 genetic sites generated from Illumina Infinium HumanMethylation27K Beadchip. …”
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Behavior authentication of Web users based on machine learning by Zenan WU, Liqin TIAN, Zhigang WANG

“…According to the security problem of Web user information,the user behavior was analyzed and authenticated by the method of machine learning.First of all,through the principal component analysis to reduce the dimension of the original data set,then use the SVM algorithm to allow the computer to learn the history of user behavior evidence,to get a model to identify the user's identity.The practical application and theoretical analysis show that the model in user behavior identification authentication,can be more accurate and efficient classification of dangerous users and trusted users,analysis lay a solid theoretical and practical basis for the high performance user behavior such as electronic commerce,network finance and other key of Internet applications.…”
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MicroRNA-21 as a Regulator of Cancer Stem Cell Properties in Oral Cancer by Milica Jaksic Karisik, Milos Lazarevic, Dijana Mitic, Maja Milosevic Markovic, Nicole Riberti, Drago Jelovac, Jelena Milasin

“…The principal objective of this study was to investigate the role of miRNA-21 in the maintenance of cancer cell stemness and the possibility of altering it. …”
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Cancer theragnostics: closing the loop for advanced personalized cancer treatment through the platform integration of therapeutics and diagnostics by Olga V. Sergeeva, Liang Luo, Anthony Guiseppi-Elie, Anthony Guiseppi-Elie, Anthony Guiseppi-Elie

“…The principal approach of cancer vaccines is to induce a specific immune response against cancer cells. …”
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Advances in the understanding and therapeutic manipulation of cancer immune responsiveness: a Society for Immunotherapy of Cancer (SITC) review by Francesco M Marincola, Alessandra Cesano, Yana G Najjar, Davide Bedognetti, Marco Ruella, Sarah Warren, Christine Spencer, Elad Ziv, Tomas Kirchhoff, Jennifer McQuade, Tullia C Bruno, Jakob Nikolas Kather, Allison Betof Warner, Christian Hammer, Alberto Carturan, Ryan Augustin, Rhine Shen, Winson S Ho, Rongze O Lu, Luigi Barrea, Violena Pietrobon, Laura Soldati

“…However, most patients with cancer do not benefit from the rapidly evolving improvements in the understanding of principal mechanisms determining cancer immune responsiveness (CIR); including patient-specific genetically determined and acquired factors, as well as intrinsic cancer cell biology. …”
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Episodic Cancer Pain: Patient Reporting, Prevalence, and Clinicodemographic Associations at Initial Cancer Pain Clinic Assessment by Paulo Reis-Pina, Anand Acharya, Antonio Barbosa, Peter G. Lawlor

“…Better understanding of the episodic cancer pain (CP) spectrum, including pains that occur in addition to its conventionally defined breakthrough CP (BTcP) and incident CP (IcP) components, may inform CP assessment and management. …”
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Cáncer cérvicouterino. Algo para reflexionar by Ana Adelaida Abrahantes Ruiz, Magalys Oliver Cruz, Miryam Magali González González del Pino, Katia Rodríguez Palacios, Oscar Narciso Muñoz Hernández, Adys Castro Berberena

“…Las actitudes negativas de las mujeres, la insuficiente información acerca del examen citológico, que es el principal pilar de la prevención, así como la infección por el virus del papiloma humano, constituyen algunos factores para el incremento del cáncer cérvico uterino. …”
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Immunotherapy in colorectal cancer: Statuses and strategies by Yuan Li, Zewei Cheng, Shengli Li, Jiwei Zhang

“…Immunotherapy, an emerging frontier in oncology, represents a novel therapeutic approach that leverages the body's immune system to target cancer cells. The principal advantage of immunotherapy is its capacity to selectively target cancer cells while minimizing damage to healthy cells. …”
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Effective Feature Selection on Transfer Deep Learning Algorithm for Thyroid Nodules Ultrasound Detection by Ghufran Basim Alghanimi, Hadeel Aljobouri, Khaleel Akeash Alshimmari, Rasha Massoud

“…The combination of deep learning and FS techniques in this research produces an interesting diagnostic framework that can potentially increase efficiency and accuracy in thyroid cancer detection, especially in local healthcare centers. …”
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Biomarkers of inflammation and colorectal cancer risk by Yuting Li, Yuting Li, Yuting Li, Yuexin Luo, Yue Ran, Furong Lu, You Qin

“…Globally, colorectal malignancy ranks among the most prevalent forms of cancer and stands as the third principal cause of cancer-associated mortality. …”
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Helicobacter pylori y cáncer gástrico by Ludmila Martínez Leyva, Teresita de Jesús Montero González, Felipe Neri Piñol Jiménez, Amada Belquis Palomino Besada, Miguel González-Carbajal Pascual, Danay Días Morejón

“…Objetivo: Profundizar en los conocimientos relacionados con la infección por Helicobacter pylori y cáncer gástrico. Desarrollo: El adenocarcinoma es el tumor gástrico más frecuente y el Helicobacter pylori es el agente etiológico principal. …”
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CHROMOGRANIN-A IN THE DIAGNOSIS OF PROSTATE CANCER by A. V. Sivkov, N. G. Keshishev, G. D. Efremov, G. A. Kovchenko, A. A. Trudov, L. M. Nikonova, F. D. Romikh

“…The principal marker of neuroendocrine differentiation (NED) is chromogranin A (HGA). …”
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Source attribution, health risk analysis, and policy implications of PAHs and NPAHs in PM $$_{10}$$ in Northern Mexico by Lucy T. González, Ilse María Hernández-Romero, Alberto Mendoza, Aldo I. Ramirez, Yasmany Mancilla, Boris Kharissov, Michael Pérez-Rodríguez, Juan Manuel Alfaro Barbosa, Daniel López Serna, Oxana Kharissova, Andrea Nucamendi, Jesús Abraham Díaz Paéz, Francisco E. Longoria

“…Health risk assessments based on benzo[a]pyrene equivalent (BaPeq) concentrations and excess cancer risk (ECR) demonstrated moderate to significant cancer risks, with CDJ exhibiting the highest NPAHs-related risk. …”
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XMRV Discovery and Prostate Cancer-Related Research by David E. Kang, Michael C. Lee, Jaydip Das Gupta, Eric A. Klein, Robert H. Silverman

“…Xenotropic murine leukemia virus-related virus (XMRV) was first reported in 2006 in a study of human prostate cancer patients with genetic variants of the antiviral enzyme, RNase L. …”
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Plant-Derived Anti-Cancer Therapeutics and Biopharmaceuticals by Ghyda Murad Hashim, Mehdi Shahgolzari, Kathleen Hefferon, Afagh Yavari, Srividhya Venkataraman

“…The current review discusses the anticancer activities of principal phytochemicals with focus on signaling circuits towards targeted cancer prophylaxis and therapy. …”
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